University students accused of using AI to cheat are increasingly turning to lawyers, the Financial Times reported on Oct. 3, as summarized by ETC Journal.

One student spent more than £3,000 to clear her name, using her drafts and notes to show she had written the work herself. Lawyers described rising caseloads and pointed to unreliable AI-detection software and inconsistent campus policies. Some universities now treat minor unauthorized AI use as "poor academic practice" rather than formal misconduct.

The core complaint is about evidence. Institutions are imposing penalties that can damage careers with little more to go on than a detector's score.

A fear students already have

The worry is widespread well before college. In RAND's 2025 national survey, 51% of middle and high school students said they were worried about being falsely accused of using AI to cheat, and high schoolers were more worried than middle schoolers, RAND found.

What institutions can do

  • Treat a detector score as a reason to look more closely, never as proof.
  • Ask for process evidence such as drafts, version history and notes before making findings.
  • Publish one clear, course-level AI policy so students know which uses are allowed.

Sources